# Boonlaï: Agent-Direct Score F (35.4%)

Site: https://boonlai.ca/
Report: https://directindex.org/r/boonlai.ca
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Boonlaï is largely invisible to agents.

## Direct links
- Order directly: https://www.clover.com/online-ordering/restaurant-boonlai-montreal (through clover acting for the business)
- Phone: +1 514 522 8833

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+10 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Clover's terms do not allow agents; a direct form on your own site would.** (+5 points) Clover's consumer app terms (8 June 2023), linked as platform terms from its ordering pages, say you must not use any robot, spider or other device or process to access the service, or use buying agents. Read 2026-10-15: https://www.clover.com/consumer/terms. An agent that books or orders there acts against the vendor's terms; a form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Boonlaï",
  "url": "https://boonlai.ca/",
  "telephone": "+1 514 522 8833",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Sainte-Catherine Est 4101"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.5486457,
    "longitude": -73.5355335
  },
  "openingHours": "Mo-Fr 11:00-21:00; Sa 16:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "16:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "thai"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.clover.com/online-ordering/restaurant-boonlai-montreal",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Boonlaï

> restaurant (thai) in Rue Sainte-Catherine Est 4101, Montreal. Phone +1 514 522 8833.

## Book or order directly

- Order: https://www.clover.com/online-ordering/restaurant-boonlai-montreal (through clover acting for the business)

## Opening hours

Mo-Fr 11:00-21:00; Sa 16:00-21:00

## About

- Website: https://boonlai.ca/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Ordering through clover on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
551 of 808 in Montreal. Top 68% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | yes |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Khao Peeyo (D, 44 m, https://directindex.org/r/khao-peeyo.com); La Belle Province (F, 326 m, https://directindex.org/r/labelleprovince3855stcatherineest.com); Madame Smithe (A, 495 m, https://directindex.org/r/madame-smith.ca); Octo (D, 497 m, https://directindex.org/r/restaurantocto.com); État Major (C, 508 m, https://directindex.org/r/etatmajor.ca); Hélicoptère (B, 525 m, https://directindex.org/r/helicopteremtl.com); Fugazzi Pizza (B, 568 m, https://directindex.org/r/fugazzimtl.com); Bagatelle Bistro (D, 574 m, https://directindex.org/r/bagatellebistro.com); Les canailles (D, 588 m, https://directindex.org/r/lescanailles.ca); Resto-Bar le PICK UP (D, 699 m, https://directindex.org/r/lepickupmtl.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites using Clover 71% (55% A or B, 94 sites); This site 35.4%.

See what an AI agent reads on this site: https://directindex.org/r/boonlai.ca/agent-view

## Businesses like Boonlaï in Montreal

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Montreal | 808 | 47% | 27% | 35.4% |
| Using Clover in Montreal | 5 | 69% | 60% | 35.4% |

The best of Using Clover in Montreal: Paulo & Suzanne (A 92.3%, https://directindex.org/r/pauloetsuzanne.com); Mon Petit Poulet (B 84.6%, https://directindex.org/r/monpetitpoulet.ca); Crabe Royal (B 76.9%, https://directindex.org/r/craberoyal.ca); Kupkao Thai (C 55.4%, https://directindex.org/r/kupkao-thai.ca).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No menu or price list found) the score would be about 84.6%: 44th of 808 in Montreal, up from 551st.

## The direct record
What agents get for Boonlaï, as JSON: https://directindex.org/api/direct/boonlai.ca
- Book: none on record
- Order: https://www.clover.com/online-ordering/restaurant-boonlai-montreal (vendor on own site: Clover; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: Mo-Fr 11:00-21:00; Sa 16:00-21:00 (closed now) (from OpenStreetMap)
- Phone: +1 514 522 8833
- Stable links that count: https://directindex.org/go/boonlai.ca/order

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): not measured
- Vendor terms for agents, Clover: No. Clover's consumer app terms (8 June 2023), linked as platform terms from its ordering pages, say you must not use any robot, spider or other device or process to access the service, or use buying agents. Read 2026-10-15: https://www.clover.com/consumer/terms

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 13 | 25 |
| Readable | 0 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/boonlai.ca
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

Deep report: https://directindex.org/r/boonlai.ca/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=boonlai.ca&force=1